The waiting room seemed to shrink, the floral wallpaper closing in on her. The nurse finally called, "Mrs. Chen?" and Emily practically flew out of her seat. This was it – the culmination of weeks of relentless digging.

"Have a seat," the physician said, motioning towards a chair, a slightly bewildered expression on his face. She plopped down, unable to keep still. Her foot tapped a frantic rhythm against the floor.

"We have a slight issue," the doctor began, adjusting his glasses. Emily held her breath. "It seems your records… they've been inadvertently cross-referenced with… Mr. Peterson's."

She couldn't help the ecstatic shout that escaped her. She clapped her hands together, a giddy wave of relief washing over her.

"Brilliant," she breathed, "Just absolutely brilliant."

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300